AL/SOVEREIGN SUITE
AL-DEV-12Zero-Telemetry In-Browserv1.0 Production

RateForge™

Model Token Bucket, Leaky Bucket, and Sliding Window algorithms. Deep dive into GCRA (Redis Cell) Theoretical Arrival Time dynamics, inspect IETF RateLimit response headers, and audit backend server code for race conditions and IP spoofing.

Scenario:

Token Bucket Visualization

Tokens refill smoothly over time. Allows sudden bursts up to capacity, then throttles to steady refill rate.

Accepted25
Throttled (429)55
Pass Rate31.3%
Recent Request Execution Timeline (80 requests)Green = 200 OK • Red = 429 Throttled

Head-to-Head Algorithm Comparison Under Identical Workload

Input: 80 requests (flash_burst)
AlgorithmAcceptedThrottledPass RateBoundary Spike ImmunityMemory FootprintTime Complexity
Token Bucket255531.3%Immune (Smooth)24 B (O(1) constant)O(1) Constant
Leaky Bucket255531.3%Immune (Smooth)24 B (O(1) constant)O(1) Constant
Fixed Window206025%Immune (Smooth)16 B (O(1) constant)O(1) Constant
Sliding Window Log206025%Immune (Smooth)1440 B (O(N) scale)O(log N) / O(N)
Sliding Window Counter206025%Immune (Smooth)24 B (O(1) constant)O(1) Constant